Grove Product Reviews Scraper

Grove Product Reviews Scraper

Introduction

The Grove Product Reviews Scraper is an Apify Actor that automates the collection of customer reviews from Grove product pages. By supplying product URLs, it extracts detailed review data—including ratings, review text, timestamps, and more—delivering structured JSON output for effortless analysis.

Input Parameters

Parameter	Type	Required	Description
itemLimit	integer	optional	Maximum number of reviews to retrieve per URL. Defaults to all available reviews.
proxyConfiguration	object	optional	Proxy settings for reliable scraping.
└ useApifyProxy	boolean	optional	Whether to route requests through Apify Proxy.
└ apifyProxyGroups	array	optional	List of Apify Proxy groups to use (e.g., ["RESIDENTIAL"]).
urls	array	required	Array of Grove product page URLs to scrape reviews from.

Example Input:

{
  "itemLimit": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  },
  "urls": [
    "https://www.grove.co/products/recycled-plastic-trash-bags?variant=49254713393464"
  ]
}

Example Output

[
  {
    "review_id": "345601242",
    "product_id": "GR-215-2286",
    "product_name": "Grove Co. - 100% Recycled Plastic Trash Bags, Drawstring - Wave Top - 13 Gallon",
    "rating": 2,
    "review_text": "I have been ordering the tie top bags for at least a couple of years. They were fantastic. Now they are much thinner and rip easily. I will not be ordering them again.",
    "title": "The tie top bags are much thinner now :(",
    "submission_time": "2025-05-10T00:50:36.000+00:00",
    "user_nickname": null,
    "is_recommended": false,
    "photos": [
      {
        "id": "42345616",
        "normal": "https://photos-us.bazaarvoice.com/photo/.../c9925d27-2890-5749-b89a-3776e7b45c17",
        "thumbnail": "https://photos-us.bazaarvoice.com/photo/.../0ab0be79-fcc7-566e-917e-697f6bf84cc6",
        "large": "https://photos-us.bazaarvoice.com/photo/.../198ec02a-ded3-523a-9e91-25bb3ebc62c6",
        "caption": null
      }
    ],
    "moderation_status": "APPROVED",
    "last_moderated_time": "2025-05-10T23:46:03.000+00:00"
  }
]

Features

• 🚀 Fast Review Extraction: Scrapes large volumes of reviews with efficient headless browsing.
• 🔄 Pagination Support: Automatically traverses multiple pages of reviews.
• 🌐 Proxy Compatibility: Leverages Apify Proxy to avoid IP blocks.
• 📝 Detailed Metadata: Captures review text, ratings, timestamps, user info, and photos.
• 💾 Structured JSON: Returns clean, usable JSON arrays for downstream processing.

Possible Use Cases

• Sentiment Analysis: Assess customer satisfaction trends over time.
• Product Feedback: Identify common compliments or complaints on Grove products.
• Market Research: Compare review scores across different product variants.
• Content Aggregation: Populate review sections on comparison websites or dashboards.

Support

For bug reports or custom needs, contact support@getdataforme.com with a clear subject line. Or use our contact form: https://getdataforme.com/contact/